SMTS-Deep Learning Software Engineer - AI Models

Key Skills

Aartificial intelligence, C Programming, C++, CUDA kernels, CUDA/GPU programming, Deep Learning, Natural Language Processing (NLP), OpenCL, Python Programming

Job Description

AMD is looking for an influential software engineer who is passionate about improving the performance of key applications and benchmarks. You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology. 

THE PERSON:

Strong technical and analytical skills in C++/Python AI development in a Linux environment. Ability to work as part of a team, while also being able to work independently, define goals and scope and lead your own development effort.

KEY RESPONSIBILITIES:

• Develop and optimize key Deep Learning models on AMD GPUs
• Optimize deep learning frameworks like TensorFlow, PyTorch, etc. on AMD GPUs in upstream open-source repositories
• Collaborate and interact with internal GPU library teams to analyze and optimize training and inference for deep learning
• Work with open-source framework maintainers to understand their requirements – and have your code changes integrated upstream
• Work in a distributed computing setting to optimize for both scale-up (multi-GPU) and scale-out (multi-node) systems
• Work with cutting-edge compiler technologies
• Optimize the entire deep learning pipeline including graph compiler integration
• Apply your knowledge of software engineering best practices

PREFERRED EXPERIENCE:

• Ability to work independently, define project goals and scope, and lead your own development effort.
• Deep Learning experience or knowledge - Natural Language Processing, Vision, Audio, Recommendation systems
• Excellent C/C++/Python programming and software design skills, including debugging, performance analysis, and test design.
• Experiences to run workloads on large scale heterogeneous cluster is a plus
• Knowledge of compiler is a plus
• Knowledge of GPU computing (HIP, CUDA, OpenCL)

ACADEMIC CREDENTIALS:

• Masters or PhD or equivalent experience in Computer Science, Computer Engineering, or related field.

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At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD’s Employee Stock Purchase Plan. You’ll also be eligible for competitive benefits described in more detail here.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third-party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants’ needs under the respective laws throughout all stages of the recruitment and selection process.